Atlas · Connectors
85 data sources
Organised by the data each source provides: 10 domains across 16 regions. 47 have written rows in this deployment; the rest are implemented but waiting on a credential or an upstream.
Power system
Prices & markets
18Day-ahead and balancing prices, plus fuel and carbon commodity benchmarks.
- Liveaemo_nemwebAEMO NEMWEB 5-minute regional reference prices (RRP), five NEM regions.
- Liveaemo_predispatchEvery pre-dispatch run's regional price and demand forecast (NEM).
- LiveelexonGB system (imbalance) price, half-hourly, from Elexon's public Insights API — no auth.
- Liveelexon_midNo description — ElexonMidConnector
- LiveenerginetEnerginet, the Danish TSO, via the Energi Data Service API — production and consumption for the Danish price areas.
- LiveentsoeActual total load (MWh per settlement period) from the ENTSO-E Transparency Platform, the mandatory publication channel for European TSOs
- Liveentsoe_balancing_energy_pricePrices of activated balancing energy (A84, process A16 "realised";
- Liveentsoe_contracted_reserveBalancing capacity under contract (A81/B95, art. 17.1.b-c): the amount
- Liveentsoe_imbalance_priceImbalance prices (A85, art. 17.1.g), EUR/MWh, long and short.
- Liveentsoe_priceDay-ahead clearing prices from the ENTSO-E Transparency Platform
- Liveeu_ets_carbon_priceEU ETS EUA primary auction clearing price, daily.
- Staleipto_gr_balancingGreek imbalance and mFRR prices, activated aFRR/mFRR energy and procured
- UntestedcommoditiesNo description — CommoditiesConnector
- Untestedworldbank_commoditiesMonthly benchmark fuel prices from the World Bank Pink Sheet.
- Retiredentsoe_liveRetired — duplicate of entsoe (A65 load) + entsoe_price (A44): a second source_id for the same documents split one series in two.
- Retiredepex_spotRetired — ENTSO-E day-ahead prices under an EPEX label, not EPEX's own (licensed) feed; the same zones run as entsoe_price, and registering its headers relabelled those ENTSO-E series as EPEX.
- Retirednord_poolRetired — ENTSO-E day-ahead prices under a Nord Pool label, not Nord Pool's own (licensed) feed; the same zones run as entsoe_price, and registering its headers relabelled those ENTSO-E series as Nord Pool.
- Retiredtennet_nlRetired — ENTSO-E NL day-ahead price under a TenneT label (its declared imbalance variables were never fetched); NL already runs as entsoe_price.
Demand & TSO data
12System load and forecasts published by transmission system operators.
- LivecaisoCalifornia ISO OASIS — day-ahead load forecast and market data for the CAISO footprint
- LiveeiaEIA Open Data (US). Implementation lives in live_sources; see
- Liveelexon_forecastElexon BMRS published GB forecasts (NDF / TSDF / WINDFOR), every issue.
- LiveeliaElia, the Belgian TSO — load and renewable generation from its open-data portal.
- Liveentsoe_load_forecastDay-ahead total load forecast for one bidding zone (MW).
- LiveesiosREE ESIOS Transparency. Needs ESIOS_TOKEN.
- Liveipto_grIPTO/ADMIE, the Greek TSO
- Liveipto_gr_load_forecast_waIPTO's week-ahead (D..D+6) Greek load forecast, every daily issue.
- LivenesoNESO data portal. dataset: demand (ND, the default),
- LiverteRTE Open Data. OAuth: RTE_CLIENT_ID +
- UntestedopennemOpen Electricity (formerly OpenNEM) — Australian National Electricity Market 5-minute demand and price per region
- Retiredternaalias of terna_liveRetired — key has no data-package entitlement (empty 200s); Italy is covered by ENTSO-E's IT bidding zones.
Generation mix
7Actual generation by fuel or production type.
- Liveelexon_fuelhhHalf-hourly GB generation per fuel type, transmission-metered (MW).
- Liveelexon_fuelinstGB interconnector flow per link (MW, positive = import INTO GB), 5-minute.
- Liveentsoe_genActual generation per production type from the ENTSO-E Transparency Platform — the fuel-level split (wind on/offshore, solar, hydro, nuclear, gas, …) behind a zone's total output.
- Liveentsoe_generation_forecastDay-ahead total generation forecast for one bidding zone (MW).
- Liveentsoe_res_forecastDay-ahead solar / wind generation forecast for one bidding zone (MW).
- LivesmardGerman market data from SMARD, the Bundesnetzagentur's public platform: residual load and related series for the DE bidding zone
- UntestedemberEmber's monthly global electricity release — generation by fuel and emissions intensity per country
Cross-border flows
6Physical interconnector flows and net positions between bidding zones.
- Liveentsoe_crossborder_flowPhysical flow from one bidding zone to another, one direction.
- Liveentsoe_imbalance_volumeTotal imbalance volume (A86, art. 17.1.h), MWh per period, signed.
- Liveentsoe_net_positionDay-ahead commercial net position (A25/B09, SDAC) for one bidding zone.
- Liveentsoe_ntc_daDay-ahead NTC from zone to zone_to (A61/A01), MW.
- Liveentsoe_scheduled_exchangeScheduled commercial exchange from one bidding zone to another (A09).
- Liveipto_gr_ispGreek per-border auction schedule (MW, positive = import), or - with
Assets & availability
9Installed capacity, plant registries, outages and hydro storage.
- Liveelexon_outagesHourly GB availability per carrier, derived from REMIT notices.
- Liveentsoe_installed_capacityAnnual installed capacity per production type, per bidding zone.
- Liveentsoe_outagesHourly availability factor per carrier, derived from outage notices.
- Liveentsoe_production_unitsInstalled capacity per production unit for one bidding zone.
- Staleember_capacityYearly installed capacity per fuel (MW) for zones ENTSO-E does not cover.
- Untestedentsoe_hydro_reservoirWeekly reservoir and hydro-storage energy for one bidding zone.
- On demandpowerplantmatchingOn demand — static power-plant registry, not a time series. Yield canonical capacity-MW rows per plant and an asset-dim table.
- On demandwri_gppdOn demand — static power-plant registry, not a time series (parse returns []). Populates the `asset` table; emits no series_point rows.
- Retiredirena_capacityRetired — owner decision: not used (non-commercial licence); installed capacity comes from ember_capacity and ENTSO-E A68.
Carbon intensity
1Grid carbon intensity of consumed or produced electricity.
Weather & resource
Weather forecasts & reanalysis
21Numerical weather prediction, reanalysis, satellite and station observations.
- LivehimawariHimawari-9 AHI imagery via the NOAA AWS rebroadcast (noaa-himawari9, anon).
- LivehrrrNOAA HRRR — 3-km CONUS model via anon S3 (noaa-hrrr-bdp-pds).
- Liveisd_synopNOAA Global Hourly (ISD) station observations via the anon S3 CSV mirror.
- Livenasa_powerNASA POWER — public REST, no auth, hourly point data. Rate-limited to ~1 req/s.
- Livenoaa_gfsNOAA GFS, the US global numerical weather prediction model, from the AWS Open Data mirror
- UntestedcerraCERRA regional reanalysis (~5.5 km Europe) via CDS.
- Untestedera5_cdsLive ERA5 via cdsapi — Copernicus Climate Data Store.
- Untestedmerra2MERRA-2 reanalysis via NASA Earthdata.
- Untestedopen_meteoWeather forecast and reanalysis for a latitude/longitude — temperature, shortwave radiation and wind at 10 m and 100 m
- Untestedweathernext2Ensemble-mean WeatherNext 2 forecasts for a single point.
- On demandatliteOn demand — needs a site asset_id and an ERA5 cutout; run per site, not as a blanket pull. Emit solar_pv + wind_onshore capacity-factor rows per asset.
- On demandmeteosatOn demand — always raises by design: the EUMETSAT Data Store needs EUMDAC consumer credentials this connector does not implement. Meteosat SEVIRI imagery — **no anonymous source exists; this fails on purpose.**
- RetiredaromeRetired — superseded by open_meteo (its best_match blend): this one only listed the bucket and never decoded a GRIB.
- Retiredecmwf_ifsRetired — superseded by open_meteo (its best_match blend); needed the uninstalled ecmwf-opendata package.
- Retiredecmwf_opendataRetired — duplicate of ecmwf_ifs that only probed; superseded by open_meteo.
- Retiredera5Retired — superseded by era5_cds; parse() always returned [].
- RetiredgoesRetired — needs pystac-client + planetary-computer + rioxarray, not installed; satellite imagery is outside the platform's time-series scope.
- RetiredharmonieRetired — superseded by open_meteo (its best_match blend): KNMI downloads need a key this connector never read.
- RetirediconRetired — superseded by open_meteo (its best_match blend): this one only listed the DWD directory and never decoded a GRIB.
- Retirednoaa_gfs_liveRetired — superseded by noaa_gfs; the NOMADS filter returned nothing usable.
- Retiredplanetary_computerRetired — emitted a scene count, not a quantity, with no series identity.
Solar resource
4Irradiance (GHI/DNI/DHI) and modelled PV output.
- Livecams_radiationCAMS Radiation Service — ground-truth GHI via ADS (cams_ghi, W/m²).
- Untestedglobal_solar_atlasGlobal Solar Atlas — public point API, anonymous.
- UntestedpvgisPVGIS from the EU Joint Research Centre — modelled PV output for a coordinate and system configuration, used as a solar yield reference.
- Retiredcams_adsRetired — duplicate of cams_radiation: the same ADS dataset under a second id.
Wind resource
1Long-term wind climatology for siting and capacity factors.
Climate & hydrology
5Precipitation, snow, soil moisture and climate projections.
- LivesmapSMAP L3 soil moisture via NASA Earthdata.
- RetiredchirpsRetired — rainfall GeoTIFFs (~50 MB each, never decoded); precipitation for power already comes from open_meteo and era5_cds.
- Retiredcmip6Retired — needs pystac-client + planetary-computer + rioxarray, not installed; climate-scenario work belongs in a research notebook, not nightly ingest.
- Retiredgpm_imergRetired — needs pystac-client + planetary-computer + rioxarray, not installed; precipitation already comes from open_meteo and era5_cds.
- Retiredmodis_snowRetired — needs pystac-client + planetary-computer + rioxarray, not installed.